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Bearing-Fault-Feature Enhancement and Diagnosis Based on Coarse-Grained Lattice Features

In view of the frequent failures occurring in rolling bearings, the strong background noise present in signals, weak features, and difficulties associated with extracting fault characteristics, a method of enhancing and diagnosing rolling bearing faults based on coarse-grained lattice features (CGLF...

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Huvudupphov: Xiaoyu Li, Baozhu Jia, Zhiqiang Liao, Xin Wang
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2024-05-01
Serie:Sensors
Ämnen:
rolling bearings
fault diagnosis
coarse-grained lattice features
Swin Transformer
feature enhancement
Länkar:https://www.mdpi.com/1424-8220/24/11/3540
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